brainwires-finetune 0.11.0

Cloud fine-tune APIs (OpenAI, Anthropic, Together, Fireworks, Anyscale, Bedrock, Vertex AI) + dataset pipelines for the Brainwires Agent Framework. Local LoRA/QLoRA/DoRA fine-tuning and training-from-scratch live in the sibling `rullama` workspace (`rullama-finetune`, `rullama-training`).
Documentation 
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/// Dataset statistics computation.
pub mod stats;
/// Dataset validation rules and reporting.
pub mod validator;

/// MinHash-based and exact deduplication.
#[cfg(feature = "datasets-dedup")]
pub mod dedup;

pub use stats::{
    DatasetStats, HistogramBucket, PreferenceStats, RoleCounts, compute_preference_stats,
    compute_stats,
};
pub use validator::{
    DataValidator, IssueSeverity, ValidationIssue, ValidationReport, ValidatorConfig,
};

#[cfg(feature = "datasets-dedup")]
pub use dedup::{Deduplicator, exact_dedup, exact_dedup_preferences};